Dewei Hu

46 papers B 5Journal 23Unranked 18
YearRankTypeTitle / Venue / Authors
2026 J jnl
IntraStyler: Exemplar-based Style Synthesis for Cross-modality Domain Adaptation.
CoRR
Han Liu, Yubo Fan, Hao Li, Dewei Hu, Daniel Moyer, Zhoubing Xu, Benoit M. Dawant, Ipek Oguz
2025 J jnl
SPACE: STRING proteins as complementary embeddings.
Bioinform.
Dewei Hu, Damian Szklarczyk, Christian von Mering, Lars Juhl Jensen
2025 — conf
SynStitch: A Self-Supervised Learning Network for Ultrasound Image Stitching Using Synthetic Training Pairs and Indirect Supervision.
ISBI
Xing Yao, Runxuan Yu, Dewei Hu, Hao Yang, Ange Lou, Jiacheng Wang, Daiwei Lu, Gabriel Arenas, Baris U. Oguz, Alison M. Pouch, Nadav Schwartz, Brett C. Byram, Ipek Oguz
2024 — conf
AdaptDiff: Cross-Modality Domain Adaptation via Weak Conditional Semantic Diffusion for Retinal Vessel Segmentation.
SASHIMI@MICCAI
Dewei Hu, Hao Li, Han Liu, Jiacheng Wang, Xing Yao, Daiwei Lu, Ipek Oguz
2024 J jnl
AdaptDiff: Cross-Modality Domain Adaptation via Weak Conditional Semantic Diffusion for Retinal Vessel Segmentation.
CoRR
Dewei Hu, Hao Li, Han Liu, Jiacheng Wang, Xing Yao, Daiwei Lu, Ipek Oguz
2024 — conf
Assessing Test-Time Variability for Interactive 3D Medical Image Segmentation with Diverse Point Prompts.
ISBI
Hao Li, Han Liu, Dewei Hu, Jiacheng Wang, Ipek Oguz
2024 J jnl
Domain generalization for retinal vessel segmentation via Hessian-based vector field.
Medical Image Anal.
Dewei Hu, Hao Li, Han Liu, Ipek Oguz
2024 — conf
Generative Multiplane Image (GMPI): Text to Volumetric Representation.
IEEECONF
Dewei Hu, Dae Yeol Lee, Guan-Ming Su
2024 — conf
Novel OCT Mosaicking Pipeline with Feature-And Pixel-Based Registration.
ISBI
Jiacheng Wang, Hao Li, Dewei Hu, Yuankai K. Tao, Ipek Oguz
2024 — conf
PRISM: A Promptable and Robust Interactive Segmentation Model with Visual Prompts.
MICCAI (3)
Hao Li, Han Liu, Dewei Hu, Jiacheng Wang, Ipek Oguz
2024 J jnl
PRISM: A Promptable and Robust Interactive Segmentation Model with Visual Prompts.
CoRR
Hao Li, Han Liu, Dewei Hu, Jiacheng Wang, Ipek Oguz
2024 — conf
Promise: Prompt-Driven 3D Medical Image Segmentation Using Pretrained Image Foundation Models.
ISBI
Hao Li, Han Liu, Dewei Hu, Jiacheng Wang, Ipek Oguz
2024 — conf
Retinal IPA: Iterative KeyPoints Alignment for Multimodal Retinal Imaging.
MOVI@MICCAI
Jiacheng Wang, Hao Li, Dewei Hu, Rui Xu, Xing Yao, Yuankai K. Tao, Ipek Oguz
2024 J jnl
Retinal IPA: Iterative KeyPoints Alignment for Multimodal Retinal Imaging.
CoRR
Jiacheng Wang, Hao Li, Dewei Hu, Rui Xu, Xing Yao, Yuankai K. Tao, Ipek Oguz
2024 J jnl
SynStitch: a Self-Supervised Learning Network for Ultrasound Image Stitching Using Synthetic Training Pairs and Indirect Supervision.
CoRR
Xing Yao, Runxuan Yu, Dewei Hu, Hao Yang, Ange Lou, Jiacheng Wang, Daiwei Lu, Gabriel Arenas, Baris U. Oguz, Alison M. Pouch, Nadav Schwartz, Brett C. Byram, Ipek Oguz
2023 J jnl
Assessing Test-time Variability for Interactive 3D Medical Image Segmentation with Diverse Point Prompts.
CoRR
Hao Li, Han Liu, Dewei Hu, Jiacheng Wang, Ipek Oguz
2023 J jnl
CATS v2: Hybrid encoders for robust medical segmentation.
CoRR
Hao Li, Han Liu, Dewei Hu, Xing Yao, Jiacheng Wang, Ipek Oguz
2023 — conf
COLosSAL: A Benchmark for Cold-Start Active Learning for 3D Medical Image Segmentation.
MICCAI (2)
Han Liu, Hao Li, Xing Yao, Yubo Fan, Dewei Hu, Benoit M. Dawant, Vishwesh Nath, Zhoubing Xu, Ipek Oguz
2023 J jnl
COLosSAL: A Benchmark for Cold-start Active Learning for 3D Medical Image Segmentation.
CoRR
Han Liu, Hao Li, Xing Yao, Yubo Fan, Dewei Hu, Benoit M. Dawant, Vishwesh Nath, Zhoubing Xu, Ipek Oguz
2023 J jnl
Deep Angiogram: Trivializing Retinal Vessel Segmentation.
CoRR
Dewei Hu, Xing Yao, Jiacheng Wang, Yuankai K. Tao, Ipek Oguz
2023 B conf
Deep angiogram: trivializing retinal vessel segmentation.
Image Processing
Dewei Hu, Xing Yao, Jiacheng Wang, Yuankai K. Tao, Ipek Oguz
2023 J jnl
False Negative/Positive Control for SAM on Noisy Medical Images.
CoRR
Xing Yao, Han Liu, Dewei Hu, Daiwei Lu, Ange Lou, Hao Li, Ruining Deng, Gabriel Arenas, Baris U. Oguz, Nadav Schwartz, Brett C. Byram, Ipek Oguz
2023 — conf
MAP: Domain Generalization via Meta-Learning on Anatomy-Consistent Pseudo-Modalities.
ISIC/Care-AI/MedAGI/DeCaF@MICCAI
Dewei Hu, Hao Li, Han Liu, Xing Yao, Jiacheng Wang, Ipek Oguz
2023 J jnl
MAP: Domain Generalization via Meta-Learning on Anatomy-Consistent Pseudo-Modalities.
CoRR
Dewei Hu, Hao Li, Han Liu, Xing Yao, Jiacheng Wang, Ipek Oguz
2023 J jnl
Novel OCT mosaicking pipeline with Feature- and Pixel-based registration.
CoRR
Jiacheng Wang, Hao Li, Dewei Hu, Yuankai K. Tao, Ipek Oguz
2023 B conf
Novel application of the attention mechanism on medical image harmonization.
Image Processing
Xing Yao, Ange Lou, Hao Li, Dewei Hu, Daiwei Lu, Han Liu, Jiacheng Wang, Zachary A. Stoebner, Hans J. Johnson, Jeffrey D. Long, Jane S. Paulsen, Ipek Oguz
2023 J jnl
Promise: Prompt-driven 3D Medical Image Segmentation Using Pretrained Image Foundation Models.
CoRR
Hao Li, Han Liu, Dewei Hu, Jiacheng Wang, Ipek Oguz
2023 B conf
SSL2: self-supervised learning meets semi-supervised learning: multiple sclerosis segmentation in 7T-MRI from large-scale 3T-MRI.
Image Processing
Jiacheng Wang, Hao Li, Han Liu, Dewei Hu, Daiwei Lu, Keejin Yoon, Kelsey Barter, Francesca Bagnato, Ipek Oguz
2023 J jnl
SSL^2: Self-Supervised Learning meets Semi-Supervised Learning: Multiple Sclerosis Segmentation in 7T-MRI from large-scale 3T-MRI.
CoRR
Jiacheng Wang, Hao Li, Han Liu, Dewei Hu, Daiwei Lu, Keejin Yoon, Kelsey Barter, Francesca Bagnato, Ipek Oguz
2023 J jnl
VesselMorph: Domain-Generalized Retinal Vessel Segmentation via Shape-Aware Representation.
CoRR
Dewei Hu, Hao Li, Han Liu, Xing Yao, Jiacheng Wang, Ipek Oguz
2022 — conf
Cats: Complementary CNN and Transformer Encoders for Segmentation.
ISBI
Hao Li, Dewei Hu, Han Liu, Jiacheng Wang, Ipek Oguz
2022 J jnl
Cats: Complementary CNN and Transformer Encoders for Segmentation.
CoRR
Hao Li, Dewei Hu, Han Liu, Jiacheng Wang, Ipek Oguz
2022 — conf
Domain Generalization for Retinal Vessel Segmentation with Vector Field Transformer.
MIDL
Dewei Hu, Hao Li, Han Liu, Ipek Oguz
2022 B conf
Human brain extraction with deep learning.
Image Processing
Hao Li, Qibang Zhu, Dewei Hu, Manasvi R. Gunnala, Hans J. Johnson, Omar Sherbini, Francesco Gavazzi, Russell D'Aiello, Adeline Vanderver, Jeffrey D. Long, Jane S. Paulsen, Ipek Oguz
2022 — conf
ModDrop++: A Dynamic Filter Network with Intra-subject Co-training for Multiple Sclerosis Lesion Segmentation with Missing Modalities.
MICCAI (5)
Han Liu, Yubo Fan, Hao Li, Jiacheng Wang, Dewei Hu, Can Cui, Ho Hin Lee, Huahong Zhang, Ipek Oguz
2022 J jnl
ModDrop++: A Dynamic Filter Network with Intra-subject Co-training for Multiple Sclerosis Lesion Segmentation with Missing Modalities.
CoRR
Han Liu, Yubo Fan, Hao Li, Jiacheng Wang, Dewei Hu, Can Cui, Ho Hin Lee, Ipek Oguz
2022 — conf
Self-supervised Test-Time Adaptation for Medical Image Segmentation.
MLCN@MICCAI
Hao Li, Han Liu, Dewei Hu, Jiacheng Wang, Hans J. Johnson, Omar Sherbini, Francesco Gavazzi, Russell D'Aiello, Adeline Vanderver, Jeffrey D. Long, Jane S. Paulsen, Ipek Oguz
2022 J jnl
Unsupervised Denoising of Retinal OCT with Diffusion Probabilistic Model.
CoRR
Dewei Hu, Yuankai K. Tao, Ipek Oguz
2022 B conf
Unsupervised denoising of retinal OCT with diffusion probabilistic model.
Image Processing
Dewei Hu, Yuankai K. Tao, Ipek Oguz
2021 — conf
LIFE: A Generalizable Autodidactic Pipeline for 3D OCT-A Vessel Segmentation.
MICCAI (1)
Dewei Hu, Can Cui, Hao Li, Kathleen E. Larson, Yuankai K. Tao, Ipek Oguz
2021 J jnl
LIFE: A Generalizable Autodidactic Pipeline for 3D OCT-A Vessel Segmentation.
CoRR
Dewei Hu, Can Cui, Hao Li, Kathleen E. Larson, Yuankai K. Tao, Ipek Oguz
2021 J jnl
Retinal OCT Denoising with Pseudo-Multimodal Fusion Network.
CoRR
Dewei Hu, Joseph D. Malone, Yigit Atay, Yuankai K. Tao, Ipek Oguz
2021 J jnl
Unsupervised Cross-Modality Domain Adaptation for Segmenting Vestibular Schwannoma and Cochlea with Data Augmentation and Model Ensemble.
CoRR
Hao Li, Dewei Hu, Qibang Zhu, Kathleen E. Larson, Huahong Zhang, Ipek Oguz
2021 — conf
Unsupervised Cross-modality Domain Adaptation for Segmenting Vestibular Schwannoma and Cochlea with Data Augmentation and Model Ensemble.
BrainLes@MICCAI (2)
Hao Li, Dewei Hu, Qibang Zhu, Kathleen E. Larson, Huahong Zhang, Ipek Oguz
2020 — conf
Generalizing MRI Subcortical Segmentation to Neurodegeneration.
MLCN/RNO-AI@MICCAI
Hao Li, Huahong Zhang, Dewei Hu, Hans J. Johnson, Jeffrey D. Long, Jane S. Paulsen, Ipek Oguz
2020 — conf
Retinal OCT Denoising with Pseudo-Multimodal Fusion Network.
OMIA@MICCAI
Dewei Hu, Joseph D. Malone, Yigit Atay, Yuankai K. Tao, Ipek Oguz